Period
to 17 July 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 17 July 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
East of England > Cambridgeshire
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 74 74 74
Rank change year-on-year 0 0 -2
Contract jobs citing Hadoop 8 6 17
As % of all contract IT jobs advertised in Cambridgeshire 0.75% 0.51% 1.35%
As % of the Database & Business Intelligence category 4.76% 3.43% 6.25%
Number of daily rates quoted 6 5 7
Cambridgeshire median daily rate £519 £400 £440
Median daily rate % change year-on-year +29.69% -9.09% -2.22%
10th Percentile £425 £375 £417
90th Percentile £588 £471 £480
East of England median daily rate £475 £438 £445
% change year-on-year +8.57% -1.69% -1.11%
Number of hourly rates quoted 0 1 0
Cambridgeshire median hourly rate - £17.50 -
East of England median hourly rate £45.00 £38.00 £25.00
% change year-on-year +18.42% +52.00% -50.00%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 168 175 272
As % of all contract IT jobs advertised in Cambridgeshire 15.67% 14.92% 21.67%
Number of daily rates quoted 93 105 175
Cambridgeshire median daily rate £420 £350 £400
Median daily rate % change year-on-year +20.00% -12.50% +14.29%
10th Percentile £281 £207 £233
90th Percentile £535 £500 £506
East of England median daily rate £425 £400 £389
% change year-on-year +6.25% +2.89% +3.67%
Number of hourly rates quoted 4 5 1
Cambridgeshire median hourly rate £16.50 £17.50 £19.00
Median hourly rate % change year-on-year -5.71% -7.89% -17.39%
10th Percentile £13.65 £13.41 £18.50
90th Percentile £46.10 £38.75 £19.50
East of England median hourly rate £26.00 £31.50 £34.50
% change year-on-year -17.46% -8.70% +28.97%

Hadoop
Job Vacancy Trend in Cambridgeshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridgeshire.

Contractor daily rate trend for Hadoop in Cambridgeshire

Hadoop
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 6 months to 17 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +6 7 £550 +20.55% 5
Hadoop
East of England

For the 6 months to 17 July 2018, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridgeshire region with a requirement for Hadoop.

1 6 (75.00%) Amazon AWS
1 6 (75.00%) Apache Hive
2 5 (62.50%) Analytics
2 5 (62.50%) ETL
3 4 (50.00%) MicroStrategy
3 4 (50.00%) MySQL
3 4 (50.00%) Amazon Redshift
3 4 (50.00%) NoSQL
3 4 (50.00%) Amazon Aurora
4 3 (37.50%) Visualisation
4 3 (37.50%) Big Data
4 3 (37.50%) Talend
4 3 (37.50%) Hortonworks
4 3 (37.50%) Apache Spark
4 3 (37.50%) Web Services
4 3 (37.50%) Information Architecture
4 3 (37.50%) Computer Science
4 3 (37.50%) Agile Software Development
5 2 (25.00%) Statistics
5 2 (25.00%) Finance
5 2 (25.00%) Manufacturing
5 2 (25.00%) Spotfire
5 2 (25.00%) Apache Solr
5 2 (25.00%) Scala
5 2 (25.00%) SAS
5 2 (25.00%) Business Intelligence
5 2 (25.00%) Java
5 2 (25.00%) SQL
5 2 (25.00%) Apache
5 2 (25.00%) Python

Hadoop
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (37.50%) Apache Spark
2 2 (25.00%) Apache
2 2 (25.00%) Apache Solr
2 2 (25.00%) Elasticsearch
2 2 (25.00%) SAS
Cloud Services
1 6 (75.00%) Amazon AWS
2 2 (25.00%) Amazon EMR
2 2 (25.00%) Amazon Kinesis
3 1 (12.50%) Amazon S3
Communications & Networking
1 1 (12.50%) SSL
Database & Business Intelligence
1 6 (75.00%) Apache Hive
2 4 (50.00%) Amazon Aurora
2 4 (50.00%) Amazon Redshift
2 4 (50.00%) MySQL
2 4 (50.00%) NoSQL
3 3 (37.50%) Big Data
4 2 (25.00%) Amazon Athena
4 2 (25.00%) Apache Cassandra
4 2 (25.00%) Data Lake
4 2 (25.00%) Data Warehouse
4 2 (25.00%) HBase
4 2 (25.00%) Impala
4 2 (25.00%) Qlik Sense
4 2 (25.00%) Spotfire
5 1 (12.50%) OLAP
5 1 (12.50%) OLTP
5 1 (12.50%) PostgreSQL
Development Applications
1 1 (12.50%) Git (software)
1 1 (12.50%) GitLab
General
1 2 (25.00%) Finance
1 2 (25.00%) Manufacturing
2 1 (12.50%) Pharmaceutical
2 1 (12.50%) Publishing
Job Titles
1 3 (37.50%) Data Engineer
2 2 (25.00%) Architect
2 2 (25.00%) AWS Architect
2 2 (25.00%) Computer Scientist
2 2 (25.00%) Computer Vision Scientist
2 2 (25.00%) Data Scientist
2 2 (25.00%) Senior Data Engineer
3 1 (12.50%) Administrator
3 1 (12.50%) AWS Engineer
3 1 (12.50%) Data Analytics Engineer
3 1 (12.50%) Data Architect
3 1 (12.50%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 3 (37.50%) Web Services
2 2 (25.00%) Akka
2 2 (25.00%) Kafka
2 2 (25.00%) TensorFlow
3 1 (12.50%) Apache Camel
3 1 (12.50%) REST
3 1 (12.50%) SOAP
Miscellaneous
1 3 (37.50%) Computer Science
2 2 (25.00%) Mobile App
3 1 (12.50%) Analytical Skills
Operating Systems
1 1 (12.50%) Unix
1 1 (12.50%) VMS
Processes & Methodologies
1 5 (62.50%) Analytics
1 5 (62.50%) ETL
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Information Architecture
2 3 (37.50%) Visualisation
3 2 (25.00%) Business Intelligence
3 2 (25.00%) Computer Vision
3 2 (25.00%) Data Science
3 2 (25.00%) Machine Learning
3 2 (25.00%) Master Data Management
3 2 (25.00%) Scrum
3 2 (25.00%) Statistics
4 1 (12.50%) Configuration Management
4 1 (12.50%) Data Analytics
4 1 (12.50%) Data Modelling
4 1 (12.50%) Kalman Filter
4 1 (12.50%) MapReduce
4 1 (12.50%) Server Monitoring
4 1 (12.50%) Waterfall
Programming Languages
1 2 (25.00%) Java
1 2 (25.00%) Python
1 2 (25.00%) R
1 2 (25.00%) Scala
1 2 (25.00%) SQL
Qualifications
1 2 (25.00%) PhD
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
System Software
1 2 (25.00%) Apache Flume
Systems Management
1 2 (25.00%) Terraform
2 1 (12.50%) Puppet
Vendors
1 4 (50.00%) MicroStrategy
2 3 (37.50%) Hortonworks
2 3 (37.50%) Talend
3 2 (25.00%) Cloudera
3 2 (25.00%) MapR
3 2 (25.00%) Tableau